Deepfake Detection on FF++ LQ
95.01AccuracyEvolveReason
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EvolveReasonProtocol=Intra-Testing2026.03 | 95.01 | 97.04 | 2.29 | 75 | 81.4 | |
| CorrDetailProtocol=Intra-Testing2026.03 | 94.41 | 96.93 | — | — | — | |
| Forensics AdapterProtocol=Intra-Testing2026.03 | 93.56 | 96.2 | — | — | — | |
| FakeReasoningProtocol=Intra-Testing2026.03 | 92.79 | 95.51 | 2.14 | 66 | 21.5 | |
| FFAAProtocol=Intra-Testing2026.03 | 92.48 | 94.74 | 1.92 | 62 | 21.4 | |
| SIDAProtocol=Intra-Testing2026.03 | 92.13 | 94.32 | 1.83 | 59 | 16.6 | |
| RECCE (DD-VQA)Protocol=Intra-Testing2026.03 | 92.08 | 95.36 | 2.06 | 69 | 34.6 | |
| [Sun et al., 2025]Protocol=Intra-Testing2026.03 | 91.86 | 94.07 | 1.97 | 60 | 20.4 | |
| UIA-VITProtocol=Intra-Testing2026.03 | 91.05 | 94.88 | — | — | — | |
| RECCEProtocol=Intra-Testing2026.03 | 91.03 | 95.02 | — | — | — | |
| PFG-DDProtocol=Intra-Testing2026.03 | 91.03 | 93.47 | — | — | — | |
| HiFi-NetProtocol=Intra-Testing2026.03 | 89.25 | 92.1 | — | — | — | |
| RFMProtocol=Intra-Testing2026.03 | 87.06 | 89.83 | — | — | — | |
| XceptionNetProtocol=Intra-Testing2026.03 | 86.86 | 93.5 | — | — | — |